Run
518019

Run 518019

Task 3589 (Supervised Classification) fri_c4_1000_25 Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(4)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(4)_fitFALSE
classif.ksvm(4)_seed1
classif.ksvm(4)_kindMersenne-Twister
classif.ksvm(4)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6581
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6631
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3187
Cross-validation details (10-fold Crossvalidation)
KB relative information score
321.3878
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.335
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6635
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.665
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9936
Cross-validation details (10-fold Crossvalidation)
Recall
0.665
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.676
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5788
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1627
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.175
UserCPU time millis testing
0.2
UserCPU time millis training
0.975